| Hierarchical Multiagent Reinforcement Learning for Maritime Traffic Management AJ Singh, A Kumar, HC Lau Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 39 | 2020 |
| Multiagent Decision Making For Maritime Traffic Management AJ Singh, DT Nguyen, A Kumar, HC Lau Thirty-Third AAAI Conference on Artificial Intelligence, 2019 | 26 | 2019 |
| Multi agent based railway scheduling and optimization P Dalapati, AJ Singh, A Dutta, S Bhattacharya TENCON 2014-2014 IEEE Region 10 Conference, 1-6, 2014 | 18 | 2014 |
| Multi agent based dynamic task allocation AJ Singh, P Dalapati, A Dutta Agent and Multi-Agent Systems: Technologies and Applications: Proceedings of …, 2014 | 8 | 2014 |
| Graph based optimization for multiagent cooperation AJ Singh, A Kumar Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 5 | 2019 |
| Robust decision making for stochastic network design A Kumar, AJ Singh, P Varakantham, D Sheldon Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 5 | 2016 |
| Agent based task specific team formation for effective distributed decision making AJ Singh, S Acharya, A Dutta 2013 10th International Conference on Electrical Engineering/Electronics …, 2013 | 4 | 2013 |
| Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL AJ Singh, A Kumar, HC Lau 31st International Conference on Automated Planning and Scheduling (ICAPS 2021), 2021 | 3 | 2021 |
| Constrained Multiagent Reinforcement Learning for Large Agent Population J Ling, AJ Singh, N Duc Thien, A Kumar European Conference on Machine Learning and Principles and Practice of …, 2022 | 2 | 2022 |
| Approximate Difference Rewards for Scalable Multiagent Reinforcement Learning AJ Singh, A Kumar, HC Lau 20th International Conference on Autonomous Agents and MultiAgent Systems …, 2021 | 2 | 2021 |
| Multiagent based algorithmic approach for fast response in railway disaster handling P Dalapati, AJ Singh, A Dutta 2015 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2015 | 2 | 2015 |
| PAS: Probably Approximate Safety Verification of Reinforcement Learning Policy Using Scenario Optimization AJ Singh, A Easwaran Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | 1 | 2024 |
| Ship-Gan: Generative Modeling Based Maritime Traffic Simulator C Basrur, AJ Singh, S Arunesh, A Kumar 20th International Conference on Autonomous Agents and MultiAgent Systems …, 2021 | 1 | 2021 |
| Trajectory Optimization for Safe Navigation in Maritime Traffic Using Historical Data CS Basrur, AJ Singh, A Sinha, A Kumar, STK Kumar International Conference on Principles and Practice of Constraint Programming, 2022 | | 2022 |
| Multiagent Coordination Using Graph Structured Mathematical Optimization AJ Singh, A Kumar Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017 | | 2017 |
Akshat KumarAssociate Professor, School of Information Systems, Singapore ManagementVerified email at smu.edu.sg
